Learn Artificial Intelligence: Boost Your Productivity

<p>Welcome to Learn Artificial Intelligence:&nbsp;Boost Your Productivity is a detailed guide to modern AI technologies. Beginners to specialists can use this book. AI's theory and applications must be understood as it evolves and affects many industries.</p><p>We begin by reviewing AI and machine learning's history key concepts ethics and developments. Python the basic AI programming language encompasses data structures control flows functions object-oriented programming text files databases and significant data science tools. Pretreatment and exploratory analysis with Titanic dataset samples are covered in the book.</p><p>Data exploration and predictive modelling are covered in supervised and unsupervised learning. Then we discuss convolutional and recurrent neural networks and deep learning applications. Sequence models like RNNs LSTMs and transformers are examined.</p><p>GANs VAEs their training and applications will be covered followed by reinforcement learning which focusses agent training through incentives and penalties. NLP includes text prep translation summarisation and sentiment analysis.</p><p>Practical AI application chapters address model deployment monitoring maintenance and industry case studies. The final chapter covers AI ethics bias transparency privacy and future advances.</p><p>AI principles to cutting-edge methods are covered in this book. This book equips students researchers and industry professionals to excel in this dynamic field.</p>